Why does weight painting this skeleton with reverse kinematics rotate the vertex around the bone
Go into the armature pose mode, select every thing with A then press Ctrl + A and "apply pose at rest pose".

Your bone constraints moved the bones in pose mode a little so you need to apply  their new transforms as the official "rest pose"